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          <h2 class="post-title" itemprop="name headline">java 8之Stream Api解析

              
            
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              <time title="创建时间：2019-06-18 16:50:30 / 修改时间：21:46:02" itemprop="dateCreated datePublished" datetime="2019-06-18T16:50:30+08:00">2019-06-18</time>
            

            
              

              
            
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        <h3 id="一、流操作之中间操作简介"><a href="#一、流操作之中间操作简介" class="headerlink" title="一、流操作之中间操作简介"></a>一、流操作之中间操作简介</h3><p>中间操作主要是用来对Stream做出相应转换及限制流，实际上是将源Stream转换为一个新的Stream，以达到需求效果。</p>
<h3 id="二、常用中间操作方法"><a href="#二、常用中间操作方法" class="headerlink" title="二、常用中间操作方法"></a>二、常用中间操作方法</h3><table>
<thead>
<tr>
<th>操作</th>
<th>类型</th>
<th>返回类型</th>
<th>操作参数</th>
<th>函数描述符</th>
<th>作用</th>
</tr>
</thead>
<tbody><tr>
<td>filter</td>
<td>中间</td>
<td>Stream<t></t></td>
<td>Predicate<t></t></td>
<td>T -&gt; boolean</td>
<td>返回参数函数为true的元素的流</td>
</tr>
<tr>
<td>map</td>
<td>中间</td>
<td>Stream<t></t></td>
<td>Function&lt;T, R&gt;</td>
<td>T -&gt; R</td>
<td>参数函数会被应用到每个元素上，并将其映射成一个新的元素</td>
</tr>
<tr>
<td>flatMap</td>
<td>中间</td>
<td>Stream<t></t></td>
<td>Function&lt;T, R&gt;</td>
<td>T -&gt; R</td>
<td>flatmap 方法让你把一个流中的每个值都换成另一个流，然后把所有的流连接起来成为一个流。</td>
</tr>
<tr>
<td>limit</td>
<td>中间</td>
<td>Stream<t></t></td>
<td></td>
<td></td>
<td>返回前n个元素的流</td>
</tr>
<tr>
<td>skip</td>
<td>中间</td>
<td>Stream<t></t></td>
<td></td>
<td></td>
<td>返回一个跳过前n个元素的流（不足n个元素，返回一个空流）</td>
</tr>
<tr>
<td>sorted</td>
<td>中间</td>
<td>Stream<t></t></td>
<td>Comparator<t></t></td>
<td>(T, T) -&gt; int</td>
<td>按照传入的Comparator安排续</td>
</tr>
<tr>
<td>distinct</td>
<td>中间</td>
<td>Stream<t></t></td>
<td></td>
<td></td>
<td>根据流所生成元素的hashCode 和 equals 方法，实现去重后的流</td>
</tr>
</tbody></table>
<h3 id="filter方法"><a href="#filter方法" class="headerlink" title="filter方法"></a>filter方法</h3><p>使用实例：遍历出相同的字符串</p>
<figure class="highlight java"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br></pre></td><td class="code"><pre><span class="line">Stream.of(<span class="string">"a"</span>, <span class="string">"a"</span>, <span class="string">"b"</span>)</span><br><span class="line">               .filter((s) -&gt; s.startsWith(<span class="string">"a"</span>))</span><br><span class="line">               .forEach(System.out::println);</span><br><span class="line"> <span class="comment">//return:"a","a"</span></span><br></pre></td></tr></table></figure>

<h3 id="map方法"><a href="#map方法" class="headerlink" title="map方法"></a>map方法</h3><p>类似的有：mapToDouble，mapToInt，mapToLong。<br>使用实例：求和处理</p>
<figure class="highlight java"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br></pre></td><td class="code"><pre><span class="line">Stream.of(<span class="number">1</span>, <span class="number">1</span>, <span class="number">1</span>)</span><br><span class="line">               .mapToInt(Integer::intValue)</span><br><span class="line">               .sum();</span><br><span class="line">       <span class="comment">//return:3</span></span><br></pre></td></tr></table></figure>

<figure class="highlight java"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br></pre></td><td class="code"><pre><span class="line">Long l=Stream.of(<span class="number">1L</span>,<span class="number">2L</span>,<span class="number">4L</span>)</span><br><span class="line">                .mapToLong(Long::longValue)</span><br><span class="line">                .sum();</span><br><span class="line"><span class="comment">//return:7</span></span><br></pre></td></tr></table></figure>

<h3 id="flatMap方法"><a href="#flatMap方法" class="headerlink" title="flatMap方法"></a>flatMap方法</h3><p>使用实例： 给 定 单 词 列 表”Hello”,”World” ，你想要返回列表 “H”,”e”,”l”, “o”,”W”,”r”,”d” ，做法就是先分割，在去重，返回字符串数组。</p>
<figure class="highlight java"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br></pre></td><td class="code"><pre><span class="line">List&lt;String&gt; uniqueCharacters =</span><br><span class="line">              Stream.of(<span class="string">"heelo"</span>,<span class="string">"adafa"</span>)</span><br><span class="line">                      .map(w -&gt; w.split(<span class="string">""</span>))</span><br><span class="line">                      .flatMap(Arrays::stream)</span><br><span class="line">                      .distinct()</span><br><span class="line">                      .collect(Collectors.toList());</span><br></pre></td></tr></table></figure>

<h3 id="limit方法和skip方法"><a href="#limit方法和skip方法" class="headerlink" title="limit方法和skip方法"></a>limit方法和skip方法</h3><p>使用实例：取前n个元素</p>
<figure class="highlight java"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br></pre></td><td class="code"><pre><span class="line"> Stream.of(<span class="number">1</span>, <span class="number">2</span>, <span class="number">3</span>, <span class="number">4</span>, <span class="number">5</span>)</span><br><span class="line">	   .limit(<span class="number">3</span>)</span><br><span class="line">	    .forEach(i -&gt; System.out.println(i));</span><br><span class="line"><span class="comment">//return 1,2,3</span></span><br></pre></td></tr></table></figure>

<p>使用实例：跳过前3个元素</p>
<figure class="highlight java"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br></pre></td><td class="code"><pre><span class="line"> Stream.of(<span class="number">1</span>, <span class="number">2</span>, <span class="number">3</span>, <span class="number">4</span>, <span class="number">5</span>)</span><br><span class="line">	   .skip(<span class="number">3</span>)</span><br><span class="line">	    .forEach(System.out::println);</span><br><span class="line"><span class="comment">//return 4,5</span></span><br></pre></td></tr></table></figure>

<h3 id="distinct方法"><a href="#distinct方法" class="headerlink" title="distinct方法"></a>distinct方法</h3><p>使用实例：去重操作</p>
<figure class="highlight java"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br></pre></td><td class="code"><pre><span class="line">Stream.of(<span class="string">"a"</span>, <span class="string">"b"</span>, <span class="string">"c"</span>, <span class="string">"c"</span>)</span><br><span class="line">                .distinct()</span><br><span class="line">                .forEach(System.out::println);</span><br><span class="line"> <span class="comment">//return:a,b,c</span></span><br></pre></td></tr></table></figure>


      
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